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clustertrace

PyPIInfrastructure

PulseGate's liveness check found it on 14 Oct 2026; it is registered on PyPI and has been in the index since 28 Jun 2026. How this is checked

clustertrace is an open-source Python package for local-first observability of LLM agent workflows. It integrates with OpenTelemetry, groups traces by execution pattern, tracks cost per call, and allows searching, replaying, and sharing traces. Designed for developers building and debugging AI agents.

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
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Overview

6 features

Purpose: Enabling developers to observe, debug, and analyze LLM agent execution patterns and costs locally.

Inferred · not functionally tested

Audience: AI developers and researchers

Inferred · not functionally tested

Functions: monitoring, analytics

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

clustertrace is a LLM & agent tracing project. Inferred · not functionally tested: Enabling developers to observe, debug, and analyze LLM agent execution patterns and costs locally. Inferred · not functionally tested: It is built as an open-source project for AI developers and researchers. Basis unknown · not verified: clustertrace is open source under the MIT license. Basis unknown · not verified: It ships for the command line, and it can be self-hosted.

clustertrace first shipped in 2026. Inferred · not functionally tested: Key capabilities include openTelemetry integration, trace grouping, and cost tracking. Inferred · not functionally tested: Catalogued interfaces include a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • OpenTelemetry integration
  • Trace grouping
  • Cost tracking
  • Trace search
  • Replay traces
  • Shareable HTML snapshots

Topics: Inferred · not functionally tested

Tags
llm-observabilitytrace-analysisopentelemetry
AI capabilities
CodeStructured

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
API
Runs on
CLISelf-hosted

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

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Frequently asked questions about clustertrace

What is clustertrace?
Inferred · not functionally tested: Enabling developers to observe, debug, and analyze LLM agent execution patterns and costs locally. It is catalogued under LLM & agent tracing on PulseGate.
Who is clustertrace for?
Inferred · not functionally tested: clustertrace is an open-source project built for AI developers and researchers.
Is clustertrace free?
Basis unknown · not verified: Yes — clustertrace is open source under the MIT license and free to use.
What platforms does clustertrace run on?
Basis unknown · not verified: clustertrace runs on the command line. It can also be self-hosted.
Is clustertrace still active?
PulseGate's liveness check found it on 14 Oct 2026.
When did clustertrace launch?
clustertrace first shipped in 2026.
Is clustertrace open source?
Basis unknown · not verified: Yes — clustertrace is open source under the MIT license.
Does clustertrace have an API or integrations?
Inferred · not functionally tested: Yes — clustertrace exposes a public API.

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